Structures Gallery

Generated protein backbones with ProteinMPNN sequence design + AlphaFold2 validation. 5 samples per model, latest checkpoints. ← Mini-Fold

24.9M params, 8 layers, expanded data (17.5K chains)

Epoch 12 10 samples 10 designable LATEST
Sample 7 Epoch 12
PROTEIN-LIKE

Generated Backbone

14.9Å
scRMSD
0.762
pLDDT
0.433
pTM
14.2
PAE
MPNN Score: 1.597
AEAAEEEAEEEEEEALEEEEEEEGESEEAAALAELAEALELAPPEAAAAAAAEALAAAALALLAAAALPAPAPPEGPALPLAAGLPLPALAAALLAALAA
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 9 Epoch 12
LOW QUALITY

Generated Backbone

14.9Å
scRMSD
0.565
pLDDT
0.252
pTM
21.5
PAE
MPNN Score: 1.496
PPGGGPPGPEEEAALELGGGAGGGGGGGGGGGGGGGGGGGGGAGGGGGGGGAGAEEAGGALPGGGPGGGGGGGAAPGGPLGLLLALAGLPAALAEALLAE
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 8 Epoch 12
PROTEIN-LIKE

Generated Backbone

15.0Å
scRMSD
0.703
pLDDT
0.325
pTM
19.0
PAE
MPNN Score: 1.838
EEERKEEEELEKEELLLEKEEERELEELLEELLKDPLELEELALPLALLPGLLGRPRRPLREEEELRLESEELEEELLGRAPGLPDELEELERERRLLEP
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 12
PROTEIN-LIKE

Generated Backbone

15.5Å
scRMSD
0.743
pLDDT
0.482
pTM
9.9
PAE
MPNN Score: 1.869
ELPLLLLLLLLALLLLLLLGGLLGLLPPLALEDLEEALLKLLELLLELLPLLELLLEEELEELLEALLELLALLALLLLLLPLALLEALLAPEELLLLAL
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AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 4 Epoch 12
LOW QUALITY

Generated Backbone

17.7Å
scRMSD
0.594
pLDDT
0.252
pTM
20.9
PAE
MPNN Score: 1.718
GGGEGGGGGGRGGGRRARRRRRRRRRRRRRRGRRRPRRRRRPPRRGRRRRRRRGPPPGRGARGGGRPGRGGGPGRAPRLRRRRRLLARLRRLRRRLREEE
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 6 Epoch 12
LOW QUALITY

Generated Backbone

19.4Å
scRMSD
0.522
pLDDT
0.210
pTM
20.7
PAE
MPNN Score: 1.531
PGAKKPGKKRKGKRGGGGGGGPGGGGGGGGAGALGRGGGGGGGGGGLLPARGGSGGKGGEALGGRGGPGGGPRGGKRRRGGRGGSGGGLAGPLLAGLLLG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 12
LOW QUALITY

Generated Backbone

19.8Å
scRMSD
0.376
pLDDT
0.156
pTM
21.4
PAE
MPNN Score: 1.013
EGGELEGGAGGGGGGGGGGGGGSGGGAGGGGGGGGSGSGGVGGGAGGGGGGGGGGGSGGGAGGLLAAAGGGAGGGGGGGGGGGGGSGGGGGLGGGGAGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 12
LOW QUALITY

Generated Backbone

21.6Å
scRMSD
0.692
pLDDT
0.310
pTM
19.8
PAE
MPNN Score: 1.652
EGEEEGEEDEEEEEEEELLELEEEEGEEEGELESPEELSEEEGKELEEELLEKEEEKKEEEKKKKLKKEGPEGKKLEGGEKEGKPKKKKKKELKKKKKKK
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 5 Epoch 12
LOW QUALITY

Generated Backbone

30.5Å
scRMSD
0.444
pLDDT
0.171
pTM
21.3
PAE
MPNN Score: 1.147
APAAGAPALAAPPAGGGAGAAAGGPAGGGGAAGAGAGAAGGAAPAAGGGGGAAAAGGGAGLAAAGGAAGAEEAAAEEEAAGGGGEGGAAAGAAGGGGGAG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 12
PROTEIN-LIKE

Generated Backbone

34.4Å
scRMSD
0.751
pLDDT
0.378
pTM
14.0
PAE
MPNN Score: 1.299
EEEVEELVEELVEELVKKLEKLKKKKKKKEEKEKKKEEEEKKKKEEGKKEEEKEEKKRKKKKEEELKEEERRREEKEEVEEELVKELVEELLEEEKKKKK
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 25 5 samples 5 designable
Sample 4 Epoch 25
LOW QUALITY

Generated Backbone

16.6Å
scRMSD
0.551
pLDDT
0.277
pTM
19.5
PAE
MPNN Score: 1.787
PLLLLLLLPLLLPLEELALLELLLLLPLLGGGGEGEGGAGEGEGEGELGLLLLPLLELTGPELLLELELELELPEEEGEEGGEGGAGGGEGASAGGEAEG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 25
PROTEIN-LIKE

Generated Backbone

17.8Å
scRMSD
0.859
pLDDT
0.446
pTM
12.8
PAE
MPNN Score: 1.415
EEKEKKPEKKKEEPPKKEEEEEEEEKKEKKKEKKGEKKAEEKAKKEKEEKKEKEEEEKAELAEKEKEKKKKKKKEKKKKEKAEKEEKKEKEEEEKKLKEE
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 25
LOW QUALITY

Generated Backbone

18.2Å
scRMSD
0.677
pLDDT
0.331
pTM
20.2
PAE
MPNN Score: 1.492
PAPLAAGVGPAGAAAPSPPPGAAGGTEEEREERERREEERRAREAEAGSAAAGGRGGAGAAGAGGAAGGGPAAASAAGATEEEEEEERRRRPEEAEAAAA
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 25
PROTEIN-LIKE

Generated Backbone

25.2Å
scRMSD
0.859
pLDDT
0.504
pTM
12.7
PAE
MPNN Score: 1.332
AASAAEALAALLALAAAALGAAGAAAAGAGAGAAGLEKLKPAEAEQKQQQQQQQQQKEQQQQQQQQQQQKQEQQQQQQQKEQQKQQQQLQQLQQQAAAEE
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 25
PROTEIN-LIKE

Generated Backbone

28.0Å
scRMSD
0.803
pLDDT
0.571
pTM
8.8
PAE
MPNN Score: 1.312
PLLPPLGLPLPPLLKELLLLLLLLLELLLLLLLLLELELELLLRELLLLLLEERKEELGGLPLLPGLLLLLLLLLLLLLLLLLLLLLLLLLLLLRLLLEE
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 12 5 samples 4 designable 1 failed
Sample 1 Epoch 12
PROTEIN-LIKE

Generated Backbone

11.7Å
scRMSD
0.749
pLDDT
0.372
pTM
17.8
PAE
MPNN Score: 1.421
EEEEEEEEEEERLEEEKKKEKEKEEKKKKEEKEKKKKEEPEEERRRERRRRRRRELRPGRLGARGAARAAAAPRRRAPGGGRLRRRLERRLRAAEAAPLL
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 12
LOW QUALITY

Generated Backbone

16.0Å
scRMSD
0.480
pLDDT
0.232
pTM
20.0
PAE
MPNN Score: 1.260
GAGAGAGGGAGGAATGSGTGGGTTSGATGGASGAAGAAAEAAGGVAGAGGGAGGGGGTGLGAAGGAAGGTGGGAGAAAEEEEEEEKAKEEEGGEEEEGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 4 Epoch 12
PROTEIN-LIKE

Generated Backbone

17.7Å
scRMSD
0.893
pLDDT
0.572
pTM
9.3
PAE
MPNN Score: 1.356
SKKGKKEGKKKKKKGGGEGKGKKKKGKRKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKEEKEKEEKKKEKD
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 12
PROTEIN-LIKE

Generated Backbone

24.3Å
scRMSD
0.876
pLDDT
0.428
pTM
13.2
PAE
MPNN Score: 1.530
EEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEPEEEEAEGLPPLLLLLLLGGLLVLLLLLLLLLLLLLLGLELLLLLLPLLLAGLLLLLALLLL
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 12
FAILED

Generated Backbone

15.9Å
scRMSD
0.325
pLDDT
0.141
pTM
22.0
PAE
MPNN Score: 0.350
GGGGGGGGGGGGGGGGVGGVGGGGGVGGGGGGGGGGGGGGGGGGGGGGGGGVGGGGGGGGGGGGGGGGGGGGGAGGGGGGGGGGGGVGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 12 5 samples 5 designable
Sample 3 Epoch 12
PROTEIN-LIKE

Generated Backbone

13.7Å
scRMSD
0.904
pLDDT
0.585
pTM
8.1
PAE
MPNN Score: 1.449
EELKKEEKEEKKLKKKKLKEKKKEEESEEEEEEEEEEEGEEEEEEEEAEEEEEEEEEEEEEEEEEEEEAKEEPESEELEGELEEESEEEEEEEESESEAE
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 4 Epoch 12
LOW QUALITY

Generated Backbone

15.1Å
scRMSD
0.563
pLDDT
0.338
pTM
16.6
PAE
MPNN Score: 1.624
AAAAAALPAAAGAPSGAGAGDGAELEEEAGLPLDAPALLRELLAAASPAGGALADLLAALLAEELPALPPAPSAAAAAAAAAALAALLAAAAGAAALAAA
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 12
PROTEIN-LIKE

Generated Backbone

19.1Å
scRMSD
0.818
pLDDT
0.441
pTM
16.3
PAE
MPNN Score: 1.491
KKKKKEEKKKKEKGEKKKPKEEKKKEKKKKKDKKAKKKKKKKKKKKKKKKKKKKKKKKKKKKKKKPPKKKAKKKGKKAKEEPELEKKKKELERKLLRKLK
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 12
PROTEIN-LIKE

Generated Backbone

22.3Å
scRMSD
0.762
pLDDT
0.339
pTM
19.0
PAE
MPNN Score: 1.638
KEKKSSKKKLKKKKKGPEEKKKKEEEKEEEEKKKKEEEKKPEPPLPLLKSEEEKELLLAEELLKKALEEALKKESKLELKLLESLEEEEEEEEEEEREEE
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 12
PROTEIN-LIKE

Generated Backbone

24.7Å
scRMSD
0.819
pLDDT
0.356
pTM
15.9
PAE
MPNN Score: 1.400
EEGEEEEEEELEELEEEEEEEGEEEEEGLEEEGEGAEPEEEEEEEEEEEELEEEEEEEEAEEGEEGGEEEDEEEEEEEEGEEEEEEEEEEEEDEEEEEEE
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 12 5 samples 5 designable
Sample 1 Epoch 12
LOW QUALITY

Generated Backbone

15.5Å
scRMSD
0.655
pLDDT
0.373
pTM
16.3
PAE
MPNN Score: 1.864
EEELEEALEEEEKKLLAEEAEAPLEAEELLVTLKKLPLPGSKSKKSKKGVKKTKEEEELLKLLGELGELLAGLLEELLKAGPEAAELLAEGGLEKLLAKL
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 12
PROTEIN-LIKE

Generated Backbone

20.3Å
scRMSD
0.713
pLDDT
0.309
pTM
18.8
PAE
MPNN Score: 1.489
GGGAGAVVATVAGDAAAAAAAAEAKAAAGGAAAGAGGGGERRGGERGRRERRGRRRGTRARRRRRRRRRRRRRRRRRRRRRRRPRARRRRRRRRRRRRRR
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 12
LOW QUALITY

Generated Backbone

28.3Å
scRMSD
0.663
pLDDT
0.269
pTM
21.0
PAE
MPNN Score: 1.653
KEGEEEEEEEEKEEEEEEEEEEKKKPKPPPPKPKPKKKEEEEEEEEEKKKGKKSSSSSSPSPPPGAPEGAGAPAVPVPVPTPGSPAGGGPGPAPPAGGEE
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 4 Epoch 12
LOW QUALITY

Generated Backbone

28.3Å
scRMSD
0.649
pLDDT
0.313
pTM
18.7
PAE
MPNN Score: 1.672
GGGPAAAAAETVVPAAAAAGAEGAPVPVPPEAEKGVEAEAAPPVAEETVPGPALAAALLALAAVPAAAAAAAAPAPAAAGEAEAAALEEERREGAPGPGA
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 12
LOW QUALITY

Generated Backbone

34.3Å
scRMSD
0.586
pLDDT
0.319
pTM
19.3
PAE
MPNN Score: 1.058
PAAPPAAAAPPPPAAAAAAAAAAAAPPGAAPPAAPEAEEPGGEAPPEEEEEEDAPAAAAAEEEPPAPPAEAPAAAAAAAAAAAAAAAAAAGPAAAAAAAA
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 12 5 samples 5 designable
Sample 4 Epoch 12
PROTEIN-LIKE

Generated Backbone

15.5Å
scRMSD
0.740
pLDDT
0.421
pTM
12.8
PAE
MPNN Score: 1.672
KKKKKKGKKEEEKKEEEEEEEEEEEEEEEEEELEEELKKLLPLLLLELLLLLELLKLLLLKEKVLLLLLLLLLLLLLLLLLLGLELLLPLLLLLLLLLLA
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 12
PROTEIN-LIKE

Generated Backbone

16.3Å
scRMSD
0.888
pLDDT
0.451
pTM
11.5
PAE
MPNN Score: 1.793
PALEEEEAEGEEEDEEEEGEEEEELELLEELKLLDLEAEELLEELEPELLELLEKELEEEELEEKELEEEEEEEEEEKKKEGGKKLKEKAEAGKKEEKGK
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 12
PROTEIN-LIKE

Generated Backbone

16.6Å
scRMSD
0.728
pLDDT
0.306
pTM
18.2
PAE
MPNN Score: 1.845
PPAEDEEKLLEELLEKPGLEGLPLKPPLELPLPELLELGELKEKLLKKKPKLLLEKKKKLLKKPGPKKPKKKKSKKKKKKKRKKRRKKKKKKRKLKLEKK
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 12
PROTEIN-LIKE

Generated Backbone

20.3Å
scRMSD
0.755
pLDDT
0.397
pTM
14.3
PAE
MPNN Score: 1.663
EEEEEEKEKEEKEKEKTKGGAEKKKKEEGEDEEEEEEEEEEEEEEGEEEEELLALLLAALLAAAGGPAPGALLLAVEEGEEEEELELLLELLLREAEAAA
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 12
PROTEIN-LIKE

Generated Backbone

22.5Å
scRMSD
0.815
pLDDT
0.290
pTM
18.5
PAE
MPNN Score: 1.666
KKKEKLKEKKKELKLEEEKKKKKKKKKEKKKEKLPLLPLPLPPLLAPLLLKLLPLKEGLLLLLLLLLLALLGALLLEGLLLLKLKELLPLLLLLLLGGGL
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

24.9M params, 8 layers, CATH 4.3 (10.1K chains)

Epoch 152 10 samples 1 designable 9 failed LATEST
Sample 0 Epoch 152
LOW QUALITY

Generated Backbone

18.7Å
scRMSD
0.617
pLDDT
0.359
pTM
19.2
PAE
MPNN Score: 0.920
AEALLEEEELLLAAAALLRRARLLAGEEARAAAAALGAEEAAAAAAAAAAGGGYGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 5 Epoch 152
FAILED

Generated Backbone

21.1Å
scRMSD
0.345
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.115
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 7 Epoch 152
FAILED

Generated Backbone

21.1Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.135
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 8 Epoch 152
FAILED

Generated Backbone

21.1Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.139
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 152
FAILED

Generated Backbone

21.3Å
scRMSD
0.349
pLDDT
0.143
pTM
22.1
PAE
MPNN Score: 0.182
GGGGGGGGGGGGGGGGGGGGGGGGGGGGSGGGGGGGGGGGGIGGGGGGIGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 152
FAILED

Generated Backbone

21.3Å
scRMSD
0.345
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.181
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 152
FAILED

Generated Backbone

21.5Å
scRMSD
0.336
pLDDT
0.138
pTM
22.5
PAE
MPNN Score: 0.259
GGGGIGGGGGGGIGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGIGGGGGGGGGGGGGGGGGVGGGGGGGGGGGGGGGGGIGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 6 Epoch 152
FAILED

Generated Backbone

21.6Å
scRMSD
0.377
pLDDT
0.144
pTM
22.1
PAE
MPNN Score: 0.229
GGGGGGIGGGGGGGGIGGGGGGGGGGGGGGGGGGGGGGGGGIGGGGGLGGIGGGGGLGGIGIGGGGGGGGGGGGGGGIGGGGGGGGGGGLLIGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 4 Epoch 152
FAILED

Generated Backbone

22.5Å
scRMSD
0.354
pLDDT
0.145
pTM
21.9
PAE
MPNN Score: 0.165
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGIGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 9 Epoch 152
FAILED

Generated Backbone

23.5Å
scRMSD
0.352
pLDDT
0.142
pTM
21.7
PAE
MPNN Score: 0.152
GGGGGGGIGGGGVGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 233 5 samples 0 designable 5 failed
Sample 1 Epoch 233
FAILED

Generated Backbone

20.8Å
scRMSD
0.345
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.146
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 233
FAILED

Generated Backbone

21.5Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.115
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 4 Epoch 233
FAILED

Generated Backbone

21.5Å
scRMSD
0.357
pLDDT
0.145
pTM
22.0
PAE
MPNN Score: 0.151
GGGGGGGGGGGGGGAGGGGVGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGIGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 233
FAILED

Generated Backbone

21.6Å
scRMSD
0.343
pLDDT
0.144
pTM
22.3
PAE
MPNN Score: 0.181
GGGGGGGGGGGGGGGGGGIGGGGGGGGGGGGGGGGGGGGGIIGGGGGGGGGGGGGGIGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 233
FAILED

Generated Backbone

23.0Å
scRMSD
0.358
pLDDT
0.148
pTM
21.6
PAE
MPNN Score: 0.173
GGGGGGGGGGGGGGGGGGGGGGGGIGGGGGGAGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 152 5 samples 0 designable 5 failed
Sample 1 Epoch 152
FAILED

Generated Backbone

21.1Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.131
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 152
FAILED

Generated Backbone

21.2Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.118
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 152
FAILED

Generated Backbone

21.9Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.124
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 4 Epoch 152
FAILED

Generated Backbone

21.9Å
scRMSD
0.364
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.201
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 152
FAILED

Generated Backbone

23.1Å
scRMSD
0.355
pLDDT
0.152
pTM
21.9
PAE
MPNN Score: 0.162
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGAIGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 152 5 samples 0 designable 5 failed
Sample 4 Epoch 152
FAILED

Generated Backbone

21.0Å
scRMSD
0.338
pLDDT
0.144
pTM
22.1
PAE
MPNN Score: 0.172
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGSGGGGGGGGGGGGGGGGGGGGGGGGGIGGGSGGGGGGGGGGGGGGGGIGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 152
FAILED

Generated Backbone

21.8Å
scRMSD
0.338
pLDDT
0.141
pTM
22.1
PAE
MPNN Score: 0.189
GGGGGGGGGGGGGGGGGGVGGGGGGGGGGGGGGGGGGGGGGGGIGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 152
FAILED

Generated Backbone

22.9Å
scRMSD
0.357
pLDDT
0.155
pTM
21.8
PAE
MPNN Score: 0.153
GGGGGGGGGGGGGGGGGGGGGGGKGGGGGGIGGGGGGGGGGGGGGGGGGGGIGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 152
FAILED

Generated Backbone

23.1Å
scRMSD
0.347
pLDDT
0.138
pTM
22.3
PAE
MPNN Score: 0.201
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGIGGGGGSGGGGGGGGGGGIGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 152
FAILED

Generated Backbone

24.2Å
scRMSD
0.351
pLDDT
0.153
pTM
21.8
PAE
MPNN Score: 0.146
GGGGGGGGGGGGGGGGGGGGGGGGGGSGIGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 152 5 samples 0 designable 5 failed
Sample 3 Epoch 152
FAILED

Generated Backbone

20.9Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.151
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 152
FAILED

Generated Backbone

21.1Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.199
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 152
FAILED

Generated Backbone

21.3Å
scRMSD
0.345
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.216
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 4 Epoch 152
FAILED

Generated Backbone

21.5Å
scRMSD
0.352
pLDDT
0.147
pTM
21.5
PAE
MPNN Score: 0.227
GGGGGGGGGGGGGGGGGGIGGGGGGAGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 152
FAILED

Generated Backbone

22.6Å
scRMSD
0.345
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.126
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 152 5 samples 0 designable 5 failed
Sample 0 Epoch 152
FAILED

Generated Backbone

21.7Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.139
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 4 Epoch 152
FAILED

Generated Backbone

22.0Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.137
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 152
FAILED

Generated Backbone

22.5Å
scRMSD
0.362
pLDDT
0.149
pTM
21.7
PAE
MPNN Score: 0.129
GGIGGGGGGGGGGGGGGGGGGIGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 152
FAILED

Generated Backbone

22.6Å
scRMSD
0.353
pLDDT
0.152
pTM
21.7
PAE
MPNN Score: 0.142
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGIGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 152
FAILED

Generated Backbone

23.1Å
scRMSD
0.354
pLDDT
0.144
pTM
21.9
PAE
MPNN Score: 0.171
GGGGGGGGGGGGGGGGGGGGGGGGGGGGIGGGGGIGGGGGGGGGGGGGGGGGGGGGGGGGGSGGGIGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

11.1M params, 6 layers

Epoch 76 10 samples 1 designable 9 failed LATEST
Sample 5 Epoch 76
LOW QUALITY

Generated Backbone

42.9Å
scRMSD
0.404
pLDDT
0.154
pTM
21.4
PAE
MPNN Score: 0.720
GGGGGGGGGAAAGRAGAAPGGGLLPGGGGGRGGGGGAGPPGGEEGGGGAGGGGGGGGGGGGGGGGGAGGGGGGGGEGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 76
FAILED

Generated Backbone

18.8Å
scRMSD
0.348
pLDDT
0.157
pTM
21.1
PAE
MPNN Score: 0.284
AAGAAGGAGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 6 Epoch 76
FAILED

Generated Backbone

20.0Å
scRMSD
0.344
pLDDT
0.151
pTM
21.3
PAE
MPNN Score: 0.153
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGAGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 8 Epoch 76
FAILED

Generated Backbone

20.0Å
scRMSD
0.346
pLDDT
0.145
pTM
20.6
PAE
MPNN Score: 0.310
GGGNNNNNNGGNGNGNGNGNGGGNGNNNGNGNGGNNHGGGNGGGNGGNGNNNNGGGGGNNGGGNGLGNNNNGNGNGNNGNGGNNGNNNNNGNGGNGNGNN
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 4 Epoch 76
FAILED

Generated Backbone

21.5Å
scRMSD
0.345
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.133
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 76
FAILED

Generated Backbone

21.6Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.101
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 76
FAILED

Generated Backbone

21.8Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.146
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 9 Epoch 76
FAILED

Generated Backbone

21.9Å
scRMSD
0.343
pLDDT
0.149
pTM
21.6
PAE
MPNN Score: 0.175
GGGGGGGGGGGGGGGGGGNGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 7 Epoch 76
FAILED

Generated Backbone

22.1Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.104
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 76
FAILED

Generated Backbone

22.2Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.232
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 161 5 samples 0 designable 5 failed
Sample 2 Epoch 161
FAILED

Generated Backbone

19.7Å
scRMSD
0.332
pLDDT
0.177
pTM
21.4
PAE
MPNN Score: 0.351
SSSSGGSGGSSGSGGSGGGGGGGGGGGGGGGSSSSSGGSGSGGGGSGSGSSGSSWSSSSGGSSSSSSSSSGWFSSGYNGGGSSSGSSSSSSFSSSSSGSS
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 161
FAILED

Generated Backbone

20.4Å
scRMSD
0.362
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.160
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 161
FAILED

Generated Backbone

21.5Å
scRMSD
0.345
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.173
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 161
FAILED

Generated Backbone

22.3Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.085
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 4 Epoch 161
FAILED

Generated Backbone

22.3Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.098
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 76 5 samples 0 designable 5 failed
Sample 3 Epoch 76
FAILED

Generated Backbone

21.4Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.137
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 76
FAILED

Generated Backbone

22.2Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.122
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 76
FAILED

Generated Backbone

22.3Å
scRMSD
0.345
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.153
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 76
FAILED

Generated Backbone

22.5Å
scRMSD
0.396
pLDDT
0.151
pTM
21.6
PAE
MPNN Score: 0.467
GGGGGGGGGGGGGHGHAGAGGGGGLGGGGGGGGGGGGGHGGGGHGGGGGGGGGGGHLLGGGLGGHGGGGGGGGHGGGHLGGGGGGGIGGLGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 4 Epoch 76
FAILED

Generated Backbone

22.7Å
scRMSD
0.345
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.223
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 76 5 samples 1 designable 4 failed
Sample 4 Epoch 76
LOW QUALITY

Generated Backbone

51.0Å
scRMSD
0.588
pLDDT
0.233
pTM
21.5
PAE
MPNN Score: 1.447
PGLRLAAAGALAALLGAAAAAAAPGAEAAPGGRAEAALRAARRGRRPARRPRRRRRRRRGRRRRRARGARGRRRLRRGRGGGGGRGGGRGRGRRGARGLG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 76
FAILED

Generated Backbone

21.5Å
scRMSD
0.345
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.162
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 76
FAILED

Generated Backbone

22.3Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.194
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 76
FAILED

Generated Backbone

22.6Å
scRMSD
0.345
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.118
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 76
FAILED

Generated Backbone

24.5Å
scRMSD
0.314
pLDDT
0.139
pTM
21.7
PAE
MPNN Score: 0.276
SGSGSSSSSSSSSSSSSSSGGSSSSHSSSSSSGISSSSSSSSSSSSSSGSGGSSSSSGSSGSSGSSGSSSSSSSGSSSSSHSSSSSSSSGSSSSSGSSSS
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 76 5 samples 0 designable 5 failed
Sample 4 Epoch 76
FAILED

Generated Backbone

17.9Å
scRMSD
0.420
pLDDT
0.251
pTM
17.8
PAE
MPNN Score: 0.451
WWWWGGGWWGGGPWGGFWGDGGWGWGWGWHWFWWWDGWWWGGGGGWWGAGGGGWWSWWWWWGPGGGGGGWWWWGGGGGWWWWWGWGGWWSGWWWWWGGWG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 76
FAILED

Generated Backbone

20.2Å
scRMSD
0.362
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.140
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 76
FAILED

Generated Backbone

20.8Å
scRMSD
0.346
pLDDT
0.144
pTM
21.6
PAE
MPNN Score: 0.134
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGIGGGGGGGGGGGGGGGSGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 76
FAILED

Generated Backbone

22.1Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.119
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 76
FAILED

Generated Backbone

27.1Å
scRMSD
0.348
pLDDT
0.153
pTM
21.3
PAE
MPNN Score: 0.088
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGAGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 76 5 samples 1 designable 4 failed
Sample 4 Epoch 76
LOW QUALITY

Generated Backbone

22.8Å
scRMSD
0.410
pLDDT
0.157
pTM
21.0
PAE
MPNN Score: 0.899
GGGAGGGGGGGGGGGGGAGGAGGALGGLAGAGGGGGGGGGGGGGGGAGLLGGALGGGGGAAAGGAGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGAG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 76
FAILED

Generated Backbone

20.7Å
scRMSD
0.400
pLDDT
0.158
pTM
20.1
PAE
MPNN Score: 0.409
GGGGHGGGGGGGGGGGHGGWGWGHWGGGGGWWNHHHWHHGHHHHGWGTGWWHGHGGGGHHGGHWGHWGWHWGGWWHHHGWHHGGHGGGWHGGGGHGHGGH
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 76
FAILED

Generated Backbone

21.3Å
scRMSD
0.328
pLDDT
0.142
pTM
21.6
PAE
MPNN Score: 0.255
GGGGGGGGGGGGGGSGGGSSGGGSGGGGGGGGGSGGGGGGGGGGGSGSGSGGGSGGGSGGGGGGSGSGGGGGGGGSGGGGGGGGGSGGSGSGGGGGGGGS
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 76
FAILED

Generated Backbone

22.2Å
scRMSD
0.364
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.121
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 76
FAILED

Generated Backbone

22.8Å
scRMSD
0.346
pLDDT
0.144
pTM
21.5
PAE
MPNN Score: 0.110
GGGGGGSGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

3.7M params, 4 layers, reduced noise

Epoch 163 10 samples 0 designable 10 failed LATEST
Sample 4 Epoch 163
FAILED

Generated Backbone

20.9Å
scRMSD
0.334
pLDDT
0.144
pTM
22.1
PAE
MPNN Score: 0.197
GGGGGGGGGGSGGGGGGGGGGGGGGHGGGGGGGGGGGGGGGGGGGGGGGSGGGGGGGSGSGGGGGGGGGGGGGGGGGHGGGGGGGGGGGGGGGGGGGGGS
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 163
FAILED

Generated Backbone

21.2Å
scRMSD
0.330
pLDDT
0.142
pTM
22.1
PAE
MPNN Score: 0.163
GGGGGGGGTGGGGGGGGGGTGTGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGTGGGGGGGGGGGGGGGGGGGGGGGGGYGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 6 Epoch 163
FAILED

Generated Backbone

21.4Å
scRMSD
0.345
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.133
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 7 Epoch 163
FAILED

Generated Backbone

21.5Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.116
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 8 Epoch 163
FAILED

Generated Backbone

21.7Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.148
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 163
FAILED

Generated Backbone

21.9Å
scRMSD
0.350
pLDDT
0.145
pTM
22.3
PAE
MPNN Score: 0.188
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGIGGGIGGGGGGGGGGGGGGGGIGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGIGGGGGGGGGIGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 163
FAILED

Generated Backbone

22.1Å
scRMSD
0.364
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.109
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 5 Epoch 163
FAILED

Generated Backbone

22.1Å
scRMSD
0.364
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.126
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 163
FAILED

Generated Backbone

22.4Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.130
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 9 Epoch 163
FAILED

Generated Backbone

22.4Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.116
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 167 5 samples 0 designable 5 failed
Sample 0 Epoch 167
FAILED

Generated Backbone

21.3Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.084
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 167
FAILED

Generated Backbone

21.4Å
scRMSD
0.345
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.084
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 167
FAILED

Generated Backbone

21.5Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.129
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 4 Epoch 167
FAILED

Generated Backbone

21.5Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.140
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 167
FAILED

Generated Backbone

21.8Å
scRMSD
0.330
pLDDT
0.140
pTM
22.4
PAE
MPNN Score: 0.206
GGGGGGGGGGGGGGGGGGGGVGGGGGGGGGGGGGGGVGGGGGSGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGVGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 163 5 samples 0 designable 5 failed
Sample 0 Epoch 163
FAILED

Generated Backbone

22.2Å
scRMSD
0.364
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.147
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 163
FAILED

Generated Backbone

22.2Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.132
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 163
FAILED

Generated Backbone

22.2Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.151
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 163
FAILED

Generated Backbone

22.3Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.110
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 4 Epoch 163
FAILED

Generated Backbone

22.7Å
scRMSD
0.343
pLDDT
0.124
pTM
22.8
PAE
MPNN Score: 0.261
GGDGGGGGGGGDGGGGGGGGGGGGGGDGGGDDGGGGGGGGDGGDGDGDGGGDGGGGGGGGDGGGGGDGGGGGGGGGGGGGGGGGGGGGGGGGGGGDGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 163 5 samples 0 designable 5 failed
Sample 4 Epoch 163
FAILED

Generated Backbone

19.2Å
scRMSD
0.341
pLDDT
0.150
pTM
21.6
PAE
MPNN Score: 0.194
GIGGGIIIGGIGGGGGGIGGGGGGIGGGGGGGGGGGGIGGGGGGGGGGGGGIGGGGGGGGGGGGGGGIGGGGGGGGGGGGGGGGGIGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 163
FAILED

Generated Backbone

21.5Å
scRMSD
0.334
pLDDT
0.141
pTM
22.0
PAE
MPNN Score: 0.197
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGSGGGGGGGGGGGTGGGGGGGGTGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 2 Epoch 163
FAILED

Generated Backbone

21.5Å
scRMSD
0.345
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.206
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 163
FAILED

Generated Backbone

21.5Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.172
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 163
FAILED

Generated Backbone

22.2Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.134
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 163 5 samples 0 designable 5 failed
Sample 2 Epoch 163
FAILED

Generated Backbone

20.5Å
scRMSD
0.362
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.150
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 163
FAILED

Generated Backbone

21.1Å
scRMSD
0.344
pLDDT
0.141
pTM
22.1
PAE
MPNN Score: 0.138
GGSGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGSGGGGGGGGGGGGGGGGGGGGGSGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 163
FAILED

Generated Backbone

21.5Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.109
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 163
FAILED

Generated Backbone

21.5Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.089
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 4 Epoch 163
FAILED

Generated Backbone

22.5Å
scRMSD
0.345
pLDDT
0.147
pTM
21.3
PAE
MPNN Score: 0.117
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Epoch 163 5 samples 0 designable 5 failed
Sample 2 Epoch 163
FAILED

Generated Backbone

19.8Å
scRMSD
0.339
pLDDT
0.140
pTM
22.4
PAE
MPNN Score: 0.274
GGGGGGGGGGGGGNGVGGGGGGGGGGGGGGGGGNGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGVGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 1 Epoch 163
FAILED

Generated Backbone

21.4Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.107
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 4 Epoch 163
FAILED

Generated Backbone

21.6Å
scRMSD
0.332
pLDDT
0.148
pTM
21.2
PAE
MPNN Score: 0.099
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 0 Epoch 163
FAILED

Generated Backbone

21.8Å
scRMSD
0.359
pLDDT
0.148
pTM
21.7
PAE
MPNN Score: 0.201
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGIGGGGGGGGGGGGGGGGGGIGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Sample 3 Epoch 163
FAILED

Generated Backbone

22.2Å
scRMSD
0.338
pLDDT
0.148
pTM
21.4
PAE
MPNN Score: 0.123
GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG
Show AF2 Prediction

AlphaFold2 Prediction (best of 8 MPNN sequences)

Last updated: Mar 20, 2026 at 08:22 AM